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Epidemiology
The study of the distribution and causes of disease at the population level
Epidemiologts do…
Assess health of a population, determine causes of any health problems, and implement & evaluate solutions
John Snow
Demonstrated the spatial clustering of cholera deaths
Why did epidemiology expand beyond epidemics of infectious disease?
Infectious disease was no longer a leading cause of death
What do the results of epidemiologic studies do?
inform public health recommendations and clinical decision making
Endemic
persistent, usual, expected health-related state or event in a defined population over a given period of time
Epidemic
Health-related state or event in a defined population above the expected over a given period of time
Types of epidemic
outbreak- smaller, localized epidemic
pandemic- epidemic affecting a large number of people, many countries, continents, or regions
What are the standard dimensions used to track the occurrence of a disease?
Where (place), when (time), and who (person)
What is essential to epidemiology?
data, knowledge, and action
What is incidence rate?
number of new cases in a specific period of time/number of people in population at risk for the health outcome
What does descriptive epidemiology give?
information on the distribution and magnitude of the disease
What are two categories of epidemiology research?
descriptive- looking at the distribution of disease in terms of person, place, and time. hypothesis generating
analytic- evaluating risk factors for disease. hypothesis testing
Study designs
framework, or the set of methods and procedures used to collect and analyze data
Epidemiological hypothesis
a proposed explanation for a specific pattern or trend observed in health-related data, aiming to identify possible causal factors or relationships
Epidemiological studies
critical research strategies used to investigate the distribution and determinants of health-related states or events in specific populations, which aids in the understanding and control of diseases
Cross-sectional studies (descriptive)
researchers observe and collect data without intervening
data is collected from a sample at one specific moment in time
they measure the prevalence at that moment
Cohort studies (analytical)
start with an “at-risk” population - no one has the disease yet, but anyone can get it
compare incidence of the outcome of interest in the two exposure groups - does one group get more disease than the other?
Case-control studies (analytical)
an observational research method that compares two groups to identify past exposures that are associated with a current disease or outcome
Intervention study
interfering with the outcome or course, especially of a condition or process
preventive: education and skill-building workshop, social support/network building, screening, vaccines, environmental change
therapeutic: antibiotics, insulin
What is PERIE?
problem, etiology, recommendations, implementation, and evaluation. It is used to systematically identify, analyze, and address health issues in a community by first defining the problem, then finding its causes (etiology), developing solutions (recommendations), putting those solutions into action (implementation), and finally, assessing how well the interventions worked (evaluation).
What is the epidemiologic triad?
agent <—> host <—> environment
direct- transmitted directly to person
indirect- transmitted via intermediate
vehicle-borne- transmission through contaminated objects
vector-borne- transmission by animal or arthropod host
contaminated objects, food, water, intermediate vector- mosquito
What are types of control used to prevent disease?
behavior change, vaccines, medication, environment, infection control, surveillance
Infectious disease
communicable disease
person to person
organism to person
cold, flu, poison ivy, lyme disease, strep, mono
What is the chain of infection?
infectious agents, reservoirs, portals of exit, modes of transmission, portals of entry, susceptible host
How can the chain of infection be interrupted?
kill pathogen with antibiotics, eliminate the reservoir, prevent transmission (wash hands, quarantine, condoms), increase resistance of host by immunization
What are the types of immunity?
active- infection or vaccination
passive- maternal antibodies or monoclonal antibodies
Master Settlement Agreement
requires tobacco industry to pay billions of dollars annually, forbids participating cigarette manufacturers from targeting youth, imposes restrictions on advertising and promotional activities, and bans or restricts transit advertising, outdoor advertising, product placement in media, branded merchandise, free product samples, and sponsorships
What are the lessons learned from tobacco preventions?
uses of data to understand the issue and who is most impacted is crucial for effective prevention efforts
knowledge is important, but is only step 1 - knowing better doesn’t always produce behavior change - need to address the context and underlying factors
community mobilization and policy development are essential
incentives like tax penalties disproportionately affect low-income populations
requirements require enforcement
Smart Growth
a planning and development approach that aims to create sustainable, healthy, and livable communities. It emphasizes thoughtful land use, transportation choices, and environmental stewardship to improve the quality of life for all residents—especially vulnerable populations such as older adults (U.S. Environmental Protection Agency [EPA], n.d.).
Mixed-use development
combining residential, commercial, and recreational spaces in one area.
Transit-oriented development
building communities around public transportation hubs.
Infill development
developing vacant or underused land within existing urban areas.
Complete streets
roadways designed for safe use by all—pedestrians, cyclists, transit riders, and drivers.
Green infrastructure
natural systems (like parks and rain gardens) that manage water and improve environmental quality
The built environment
includes buildings, streets, parks, plazas, and transportation systems
Social ecological model
individual factors, individual behaviors, public services and infrastructure, living and working conditions, social, economic, and political factors
Traffic calming
the combination of mainly physical measures that reduce the negative effects of motor vehicle use, alter driver behavior, and improve conditions for non-motorized street users
Advocacy
the process of education and persuading people to support an issue
Health Communication
the study and use of communication strategies to inform and influence individual and community decisions that enhances health
Misinformation
false information, or information taken out-of-context, that is presented as fact, but there may or may not be a specific intent to deceive
Disinformation
a type of misinformation that is intentionally false and intended to deceive or mislead
Ecosystem
a community of living organisms interacting with each other and their physical environment
What is One Health
a collaborative approach to achieve optimal health outcomes, recognizing the interconnection between people, animals, and the environment
What are the several fields that environmental health operates in intersection with?
history, sociology/psychology, science, medicine/epidemiology, policy, and economics
The Zadroga Act
2010 by Obama. allocated $4.2 billion to create the World Trade Center Health Program, which provides testing and treatment for people who worked in response and recovery operations from 9/11
What is mental health?
a state of well-being in which the individual realizes his or her abilities, can cope with the normal stresses of life, can work productively and fruitfully, and is able to make a contribution to his or her community
Mental health conditions impact…
thinking, feeling, mood, and productivity
What are causes of mental health illness and conditions?
genetic factors- schizophrenia, bipolar disorder, autism, and ADHD
risk factors- individual, family, and community
Stigma
negative attitudes and inaccurate beliefs about people who have mental health conditions
stems from myths, inaccurate perceptions, and a lack of information
Prevention methods for mental health
teach coping and problem-solving skills
identify and support people at risk
promote connectedness
strengthen economic supports
strengthen acces and delivery of care
create protective environments
lessen harms and prevent future risks
What are health systems?
an organization of people, institutions, and resources that deliver health care services to meet the health needs of target populations (primary healthcare and public health)
healthcare models- universal and non-universal
Healthcare in the US
non-universal
decentralized- gov and other stakeholders make up the infrastructure
provided by the private sector (mostly)
paid for by a combination of public programs, private insurance, and out-of-pocket payments
What is primary care?
a main source for health care
designed to provide better access to healthcare, lower patient costs, and improve health outcomes
Federally qualified health centers
comprehensive services, primary care, visiting nurse services to homebound, outpatient diabetes self-management, medicare & medicaid insurances accepted, and sliding fee scale if household earns 200% or below poverty
Cost
dollar amount for a provider to deliver a health care service
Charges
the financial amount a health care provider asks for a service
often much higher than cost and reimbursement
only uninsured patients are billed charges
Reimbursement
amount a third-party payer (insurance) negotiates as payment to the provider
may drive charge inflation
Price
the amount a patient pays out of pocket for a service
hardest number to estimate, but this matters most to patients
Premium
the amount that an individual must pay to have insurance coverage
Types of private health insurance
employer
affordable care act marketplace
directly from a health insurance company
catastrophic healthcare insurance
Types of public health insurance
medicare
medicaid
children’s health insurance program
Parts of Medicare
Part A- hospital and outpatient services
Part B- medical service and inpatient
Part C- medicare advantage plan
Part D- Rx (prescriptions)
What make the costs so high in the US for healthcare?
aging population
defensive medicine
disconnects between the physician, patient, and insurance
administrative costs
What is the difference between PPO and HMO?
HMOs (Health Maintenance Organizations) are generally less expensive but less flexible, requiring a referral from a primary care doctor to see specialists within a limited network. In contrast, PPOs (Preferred Provider Organizations) are more expensive but offer greater flexibility by allowing you to see any provider, in or out of network, without a referral, although out-of-network care will cost more.
What are Managed Care Organizations?
provide comprehensive care
receive a monthly, capped payment per member, and accept the risk of managing total costs
includes Medicare Advantage Plans and many state-funded Medicaid managed care plans
The Patient Protection and Affordable Care Act
2010
improving access to care
improving quality and lowering costs
new consumer protections
What are the potential impacts on public health and well-being if federal public health data offices close?
data gaps, delayed response, policy challenges, equity concerns, research limitations
What is prevalence?
measures the proportion of a population that has a specific disease or condition at a particular point in time or over a defined period, reflecting the total disease burden (new and existing cases)
What is a sentinel species?
an organism that serves as an early warning system for environmental health hazards
What is NIMBY?
in the built environment, NIMBY (Not In My Back Yard) describes residents opposing new developments (like housing, infrastructure, shelters) near their homes, fearing lower property values, increased traffic, crime, or change in neighborhood character, even while often supporting such projects generally, leading to significant planning hurdles and zoning battles